katysav

parsing-as-tagging

kinference

Running ONNX models in vanilla Kotlin

dep2label-bert

Dependency Parsing as Sequence Labeling with BERT

german-nouns

A list of ~100,000 German nouns and their grammatical properties compiled from WiktionaryDE as CSV file. Plus a module to look up the data and parse compound words.

ferret

A python package for benchmarking interpretability techniques on Transformers.

annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

parser

:rocket: State-of-the-art parsers for natural language.

GEC-Info

Repository to collect and categorize Grammatical Error Correction papers.

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

GloVe

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

EAGCN

Multi-View Spectral Graph Convolution with Consistent Edge Attention for Molecular Modeling

edge2vec

Learning node representation using edge semantics

Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

NLP_Toolkit

Library of state-of-the-art models (PyTorch) for NLP tasks

Bible_Text_GCN

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

faiss

A library for efficient similarity search and clustering of dense vectors.

spektral

Graph Neural Networks with Keras and Tensorflow 2.

gnn-comparison

Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020

edGNN

Code for the paper: "edGNN: A simple and powerful GNN for labeled graphs"

ecc

Edge-Conditioned Convolutions on Graphs

stellargraph

StellarGraph - Machine Learning on Graphs

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

arg-microtexts

An annotated corpus of argumentative microtexts

cmudict

CMU US English Dictionary

lxmls-toolkit

Machine Learning applied to Natural Language Processing Toolkit used in the Lisbon Machine Learning Summer School

acl2016-convincing-arguments

Code and data for ACL2016 article "Which argument is more convincing? Analyzing and predicting convincingness of Web arguments using bidirectional LSTM" by Ivan Habernal and Iryna Gurevych"

conll2015_discourse

CoNLL2016-CNN

for CoNLL2016, Shallow Discourse Parsing Using Convolutional Neural Network, focus on implicit discourse relation

discourse-segmenter

BERT for Discourse Segmentation